Background Credit risk management is of vital importance to financial institutions that provide loans to individuals and businesses. Credit loans have a risk of defaulting which can result in substantial financial losses for these institutions. By improving credit risk management, financial institutions can greatly improve overall performance and secure a competitive advantage. Statistical and predictive modeling
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